fujiki commited on
Commit
f4b7571
1 Parent(s): 097ea2d

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +20 -0
README.md CHANGED
@@ -20,3 +20,23 @@ dataset_info:
20
  dataset_size: 2168905707
21
  ---
22
  This dataset is a reformatted version of the Japanese portion of [wiki40b](https://aclanthology.org/2020.lrec-1.297/) dataset.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20
  dataset_size: 2168905707
21
  ---
22
  This dataset is a reformatted version of the Japanese portion of [wiki40b](https://aclanthology.org/2020.lrec-1.297/) dataset.
23
+ When you use this dataset, please cite the original paper:
24
+ ```
25
+ @inproceedings{guo-etal-2020-wiki,
26
+ title = "{W}iki-40{B}: Multilingual Language Model Dataset",
27
+ author = "Guo, Mandy and
28
+ Dai, Zihang and
29
+ Vrande{\v{c}}i{\'c}, Denny and
30
+ Al-Rfou, Rami",
31
+ booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference",
32
+ month = may,
33
+ year = "2020",
34
+ address = "Marseille, France",
35
+ publisher = "European Language Resources Association",
36
+ url = "https://aclanthology.org/2020.lrec-1.297",
37
+ pages = "2440--2452",
38
+ abstract = "We propose a new multilingual language model benchmark that is composed of 40+ languages spanning several scripts and linguistic families. With around 40 billion characters, we hope this new resource will accelerate the research of multilingual modeling. We train monolingual causal language models using a state-of-the-art model (Transformer-XL) establishing baselines for many languages. We also introduce the task of multilingual causal language modeling where we train our model on the combined text of 40+ languages from Wikipedia with different vocabulary sizes and evaluate on the languages individually. We released the cleaned-up text of 40+ Wikipedia language editions, the corresponding trained monolingual language models, and several multilingual language models with different fixed vocabulary sizes.",
39
+ language = "English",
40
+ ISBN = "979-10-95546-34-4",
41
+ }
42
+ ```